{"id":"W2597475300","doi":"10.19026/rjaset.13.3344","title":"Development of LiDAR Database Management System using Open Source Software","year":2016,"lang":"en","type":"article","venue":"Research Journal of Applied Sciences Engineering and Technology","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"British Columbia Institute of Technology","keywords":"Lidar; Computer science; Database; Software; Data management; Interactivity; Open data; Management system; Remote sensing; World Wide Web; Engineering; Operating system; Geography","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002184868,0.0004857733,0.0003885301,0.001587313,0.0006392441,0.001928453,0.00184038,0.0004423403,0.005118652],"category_scores_gemma":[0.004998199,0.000561562,0.0005358742,0.001017056,0.0002749321,0.002421923,0.001712456,0.001122288,0.002368955],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004640117,"about_ca_system_score_gemma":0.00178759,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002058146,"about_ca_topic_score_gemma":0.001405209,"domain_scores_codex":[0.9979539,0.0002526204,0.0003027579,0.0004285863,0.0008991156,0.000162993],"domain_scores_gemma":[0.9969453,0.00059258,0.0002562124,0.0006622287,0.001312608,0.000231047],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000635035,0.0008785608,0.02062055,0.001056862,0.0001815712,0.002397491,0.003037078,0.00992949,0.08467788,0.01847753,0.05075588,0.807352],"study_design_scores_gemma":[0.000461128,0.0006783056,0.03507058,0.0005643612,0.0002276692,0.002960498,0.001425054,0.2007576,0.1777273,0.01298691,0.5667806,0.0003600359],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.09724121,0.0007633663,0.7623105,0.0005840749,0.0002910221,0.001631369,0.002396879,0.1051119,0.02966964],"genre_scores_gemma":[0.3724808,0.0008662708,0.5782103,0.0004410887,0.0001415384,0.00145263,0.01233013,0.007441903,0.02663536],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.005118652,"threshold_uncertainty_score":0.01712358,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05038945047077314,"score_gpt":0.307940223867686,"score_spread":0.2575507733969128,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}